Josh Dillon, Last Revised January 2022
This notebook examines an individual antenna's performance over a whole season. This notebook parses information from each nightly rtp_summarynotebook (as saved to .csvs) and builds a table describing antenna performance. It also reproduces per-antenna plots from each auto_metrics notebook pertinent to the specific antenna.
import os
from IPython.display import display, HTML
display(HTML("<style>.container { width:100% !important; }</style>"))
# If you want to run this notebook locally, copy the output of the next cell into the next line of this cell.
# antenna = "54"
# csv_folder = '/lustre/aoc/projects/hera/H5C/H5C_Notebooks/_rtp_summary_'
# auto_metrics_folder = '/lustre/aoc/projects/hera/H5C/H5C_Notebooks/auto_metrics_inspect'
# os.environ["ANTENNA"] = antenna
# os.environ["CSV_FOLDER"] = csv_folder
# os.environ["AUTO_METRICS_FOLDER"] = auto_metrics_folder
# Use environment variables to figure out path to the csvs and auto_metrics
antenna = os.environ["ANTENNA"]
csv_folder = os.environ["CSV_FOLDER"]
auto_metrics_folder = os.environ["AUTO_METRICS_FOLDER"]
print(f'antenna = "{antenna}"')
print(f'csv_folder = "{csv_folder}"')
print(f'auto_metrics_folder = "{auto_metrics_folder}"')
antenna = "32" csv_folder = "/home/obs/src/H5C_Notebooks/_rtp_summary_" auto_metrics_folder = "/home/obs/src/H5C_Notebooks/auto_metrics_inspect"
display(HTML(f'<h1 style=font-size:50px><u>Antenna {antenna} Report</u><p></p></h1>'))
import numpy as np
import pandas as pd
pd.set_option('display.max_rows', 1000)
import glob
import re
from hera_notebook_templates.utils import status_colors, Antenna
# load csvs and auto_metrics htmls in reverse chronological order
csvs = sorted(glob.glob(os.path.join(csv_folder, '*.csv')))[::-1]
print(f'Found {len(csvs)} csvs in {csv_folder}')
auto_metric_htmls = sorted(glob.glob(auto_metrics_folder + '/auto_metrics_inspect_*.html'))[::-1]
print(f'Found {len(auto_metric_htmls)} auto_metrics notebooks in {auto_metrics_folder}')
Found 245 csvs in /home/obs/src/H5C_Notebooks/_rtp_summary_ Found 228 auto_metrics notebooks in /home/obs/src/H5C_Notebooks/auto_metrics_inspect
# Per-season options
mean_round_modz_cut = 4
dead_cut = 0.4
crossed_cut = 0.0
def jd_to_summary_url(jd):
return f'https://htmlpreview.github.io/?https://github.com/HERA-Team/H5C_Notebooks/blob/main/_rtp_summary_/rtp_summary_{jd}.html'
def jd_to_auto_metrics_url(jd):
return f'https://htmlpreview.github.io/?https://github.com/HERA-Team/H5C_Notebooks/blob/main/auto_metrics_inspect/auto_metrics_inspect_{jd}.html'
this_antenna = None
jds = []
# parse information about antennas and nodes
for csv in csvs:
df = pd.read_csv(csv)
for n in range(len(df)):
# Add this day to the antenna
row = df.loc[n]
antnum = row['Ant']
if antnum != int(antenna):
continue
if this_antenna is None:
this_antenna = Antenna(row['Ant'], row['Node'])
jd = [int(s) for s in re.split('_|\.', csv) if s.isdigit()][-1]
jds.append(jd)
this_antenna.add_day(jd, row)
break
--------------------------------------------------------------------------- KeyError Traceback (most recent call last) ~/anaconda/envs/RTP/lib/python3.7/site-packages/pandas/core/indexes/base.py in get_loc(self, key, method, tolerance) 3360 try: -> 3361 return self._engine.get_loc(casted_key) 3362 except KeyError as err: ~/anaconda/envs/RTP/lib/python3.7/site-packages/pandas/_libs/index.pyx in pandas._libs.index.IndexEngine.get_loc() ~/anaconda/envs/RTP/lib/python3.7/site-packages/pandas/_libs/index.pyx in pandas._libs.index.IndexEngine.get_loc() pandas/_libs/hashtable_class_helper.pxi in pandas._libs.hashtable.PyObjectHashTable.get_item() pandas/_libs/hashtable_class_helper.pxi in pandas._libs.hashtable.PyObjectHashTable.get_item() KeyError: 'Ant' The above exception was the direct cause of the following exception: KeyError Traceback (most recent call last) /tmp/ipykernel_18845/3863632283.py in <module> 8 # Add this day to the antenna 9 row = df.loc[n] ---> 10 antnum = row['Ant'] 11 if antnum != int(antenna): 12 continue ~/anaconda/envs/RTP/lib/python3.7/site-packages/pandas/core/series.py in __getitem__(self, key) 940 941 elif key_is_scalar: --> 942 return self._get_value(key) 943 944 if is_hashable(key): ~/anaconda/envs/RTP/lib/python3.7/site-packages/pandas/core/series.py in _get_value(self, label, takeable) 1049 1050 # Similar to Index.get_value, but we do not fall back to positional -> 1051 loc = self.index.get_loc(label) 1052 return self.index._get_values_for_loc(self, loc, label) 1053 ~/anaconda/envs/RTP/lib/python3.7/site-packages/pandas/core/indexes/base.py in get_loc(self, key, method, tolerance) 3361 return self._engine.get_loc(casted_key) 3362 except KeyError as err: -> 3363 raise KeyError(key) from err 3364 3365 if is_scalar(key) and isna(key) and not self.hasnans: KeyError: 'Ant'
# build dataframe
to_show = {'JDs': [f'<a href="{jd_to_summary_url(jd)}" target="_blank">{jd}</a>' for jd in jds]}
to_show['A Priori Status'] = [this_antenna.statuses[jd] for jd in jds]
df = pd.DataFrame(to_show)
# create bar chart columns for flagging percentages:
bar_cols = {}
bar_cols['Auto Metrics Flags'] = [this_antenna.auto_flags[jd] for jd in jds]
bar_cols[f'Dead Fraction in Ant Metrics (Jee)'] = [this_antenna.dead_flags_Jee[jd] for jd in jds]
bar_cols[f'Dead Fraction in Ant Metrics (Jnn)'] = [this_antenna.dead_flags_Jnn[jd] for jd in jds]
bar_cols['Crossed Fraction in Ant Metrics'] = [this_antenna.crossed_flags[jd] for jd in jds]
bar_cols['Flag Fraction Before Redcal'] = [this_antenna.flags_before_redcal[jd] for jd in jds]
bar_cols['Flagged By Redcal chi^2 Fraction'] = [this_antenna.redcal_flags[jd] for jd in jds]
for col in bar_cols:
df[col] = bar_cols[col]
z_score_cols = {}
z_score_cols['ee Shape Modified Z-Score'] = [this_antenna.ee_shape_zs[jd] for jd in jds]
z_score_cols['nn Shape Modified Z-Score'] = [this_antenna.nn_shape_zs[jd] for jd in jds]
z_score_cols['ee Power Modified Z-Score'] = [this_antenna.ee_power_zs[jd] for jd in jds]
z_score_cols['nn Power Modified Z-Score'] = [this_antenna.nn_power_zs[jd] for jd in jds]
z_score_cols['ee Temporal Variability Modified Z-Score'] = [this_antenna.ee_temp_var_zs[jd] for jd in jds]
z_score_cols['nn Temporal Variability Modified Z-Score'] = [this_antenna.nn_temp_var_zs[jd] for jd in jds]
z_score_cols['ee Temporal Discontinuties Modified Z-Score'] = [this_antenna.ee_temp_discon_zs[jd] for jd in jds]
z_score_cols['nn Temporal Discontinuties Modified Z-Score'] = [this_antenna.nn_temp_discon_zs[jd] for jd in jds]
for col in z_score_cols:
df[col] = z_score_cols[col]
ant_metrics_cols = {}
ant_metrics_cols['Average Dead Ant Metric (Jee)'] = [this_antenna.Jee_dead_metrics[jd] for jd in jds]
ant_metrics_cols['Average Dead Ant Metric (Jnn)'] = [this_antenna.Jnn_dead_metrics[jd] for jd in jds]
ant_metrics_cols['Average Crossed Ant Metric'] = [this_antenna.crossed_metrics[jd] for jd in jds]
for col in ant_metrics_cols:
df[col] = ant_metrics_cols[col]
redcal_cols = {}
redcal_cols['Median chi^2 Per Antenna (Jee)'] = [this_antenna.Jee_chisqs[jd] for jd in jds]
redcal_cols['Median chi^2 Per Antenna (Jnn)'] = [this_antenna.Jnn_chisqs[jd] for jd in jds]
for col in redcal_cols:
df[col] = redcal_cols[col]
# style dataframe
table = df.style.hide_index()\
.applymap(lambda val: f'background-color: {status_colors[val]}' if val in status_colors else '', subset=['A Priori Status']) \
.background_gradient(cmap='viridis', vmax=mean_round_modz_cut * 3, vmin=0, axis=None, subset=list(z_score_cols.keys())) \
.background_gradient(cmap='bwr_r', vmin=dead_cut-.25, vmax=dead_cut+.25, axis=0, subset=list([col for col in ant_metrics_cols if 'dead' in col.lower()])) \
.background_gradient(cmap='bwr_r', vmin=crossed_cut-.25, vmax=crossed_cut+.25, axis=0, subset=list([col for col in ant_metrics_cols if 'crossed' in col.lower()])) \
.background_gradient(cmap='plasma', vmax=4, vmin=1, axis=None, subset=list(redcal_cols.keys())) \
.applymap(lambda val: 'font-weight: bold' if val < dead_cut else '', subset=list([col for col in ant_metrics_cols if 'dead' in col.lower()])) \
.applymap(lambda val: 'font-weight: bold' if val < crossed_cut else '', subset=list([col for col in ant_metrics_cols if 'crossed' in col.lower()])) \
.applymap(lambda val: 'font-weight: bold' if val > mean_round_modz_cut else '', subset=list(z_score_cols.keys())) \
.applymap(lambda val: 'color: red' if val > mean_round_modz_cut else '', subset=list(z_score_cols.keys())) \
.bar(subset=list(bar_cols.keys()), vmin=0, vmax=1) \
.format({col: '{:,.4f}'.format for col in z_score_cols}) \
.format({col: '{:,.4f}'.format for col in ant_metrics_cols}) \
.format('{:,.2%}', na_rep='-', subset=list(bar_cols.keys())) \
.set_table_styles([dict(selector="th",props=[('max-width', f'70pt')])])
This table reproduces each night's row for this antenna from the RTP Summary notebooks. For more info on the columns, see those notebooks, linked in the JD column.
display(HTML(f'<h2>Antenna {antenna}, Node {this_antenna.node}:</h2>'))
HTML(table.render(render_links=True, escape=False))
| JDs | A Priori Status | Auto Metrics Flags | Dead Fraction in Ant Metrics (Jee) | Dead Fraction in Ant Metrics (Jnn) | Crossed Fraction in Ant Metrics | Flag Fraction Before Redcal | Flagged By Redcal chi^2 Fraction | ee Shape Modified Z-Score | nn Shape Modified Z-Score | ee Power Modified Z-Score | nn Power Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Discontinuties Modified Z-Score | nn Temporal Discontinuties Modified Z-Score | Average Dead Ant Metric (Jee) | Average Dead Ant Metric (Jnn) | Average Crossed Ant Metric | Median chi^2 Per Antenna (Jee) | Median chi^2 Per Antenna (Jnn) |
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 2459594 | dish_ok | 100.00% | 0.00% | 0.00% | 0.00% | 100.00% | 0.00% | 3.009056 | 3.871391 | 18.482482 | 13.943354 | 8.398362 | 11.942860 | 10.556991 | 11.163305 | 0.7124 | 0.7401 | 0.1827 | 14.005175 | 12.747950 |
| 2459593 | dish_ok | 100.00% | 0.00% | 0.00% | 0.00% | 100.00% | 0.00% | 29.402325 | 24.104279 | 10.477514 | 11.800213 | 15.402347 | 7.885089 | 5.235726 | 6.181740 | 0.6391 | 0.6680 | 0.1732 | 3.387374 | 3.720368 |
| 2459592 | dish_ok | 0.00% | 100.00% | 100.00% | 0.00% | - | - | 0.185814 | -1.149845 | 1.203714 | 1.395356 | -0.998252 | -0.610617 | -1.926032 | 0.025834 | 0.0290 | 0.0290 | 0.0010 | nan | nan |
| 2459591 | dish_ok | 100.00% | 0.00% | 0.00% | 0.00% | 100.00% | 0.00% | 35.375153 | 31.900438 | 13.104925 | 14.476190 | 5.078834 | 7.511360 | 1.579349 | 1.662995 | 0.5615 | 0.5961 | 0.2432 | 3.032184 | 3.224007 |
| 2459590 | dish_ok | 100.00% | 0.00% | 0.00% | 0.00% | 100.00% | 0.00% | 36.855391 | 32.692837 | 11.757960 | 13.284995 | 5.374305 | 4.106698 | 3.455777 | 4.734138 | 0.5624 | 0.5977 | 0.2391 | 4.317231 | 4.468411 |
| 2459589 | dish_ok | 100.00% | 0.00% | 0.00% | 0.00% | 100.00% | 0.00% | 35.481136 | 27.144896 | 10.589869 | 10.714381 | 3.981894 | 4.030017 | 5.991594 | 7.870616 | 0.6059 | 0.6421 | 0.2154 | 3.039924 | 3.459800 |
| 2459588 | dish_ok | 100.00% | 100.00% | 100.00% | 0.00% | 100.00% | 0.00% | 216.078222 | 215.749750 | inf | inf | 22.902962 | 25.608793 | 21.462675 | 19.695784 | nan | nan | nan | 0.000000 | 0.000000 |
| 2459587 | dish_ok | 100.00% | - | - | - | 100.00% | 0.00% | 350.418501 | 351.698808 | inf | inf | 107.499264 | 110.188315 | 578.145724 | 532.067935 | nan | nan | nan | 0.000000 | 0.000000 |
| 2459586 | dish_ok | 100.00% | 0.00% | 0.00% | 0.00% | 100.00% | 0.00% | 22.872064 | 15.345221 | 0.879604 | 0.562836 | 6.571085 | 5.204907 | 18.644823 | 30.787133 | 0.5826 | 0.6246 | 0.2895 | 3.380385 | 3.452822 |
| 2459585 | dish_ok | 0.00% | 100.00% | 100.00% | 0.00% | 100.00% | 0.00% | -1.095508 | -1.019225 | 0.156265 | 0.895116 | -0.562873 | 0.086794 | -0.721337 | 0.494049 | 0.0326 | 0.0317 | 0.0009 | 0.000000 | 0.000000 |
| 2459584 | dish_ok | 100.00% | 0.00% | 0.00% | 0.00% | 100.00% | 0.00% | 43.575132 | 20.683671 | 5.955004 | 2.788531 | 4.059668 | 3.993980 | 4.094837 | 10.847284 | 0.5338 | 0.6105 | 0.3382 | 5.676425 | 7.643433 |
| 2459583 | dish_ok | 100.00% | 0.00% | 0.00% | 0.00% | 100.00% | 0.00% | 34.010629 | 13.336354 | 2.810169 | 1.327807 | 10.279468 | 12.730844 | 12.543739 | 9.661128 | 0.5611 | 0.6347 | 0.3487 | 4.157510 | 4.335705 |
| 2459582 | dish_ok | 100.00% | 0.00% | 0.00% | 0.00% | 100.00% | 0.00% | 34.258939 | 8.517548 | 2.544632 | 0.687899 | 3.719224 | 2.761571 | 3.125962 | 5.523974 | 0.5609 | 0.6477 | 0.3554 | 3.659026 | 3.774815 |
| 2459581 | dish_ok | 100.00% | 100.00% | 100.00% | 0.00% | 100.00% | 0.00% | nan | nan | inf | inf | nan | nan | nan | nan | nan | nan | nan | 0.000000 | 0.000000 |
| 2459580 | dish_ok | 100.00% | 0.00% | 0.00% | 0.00% | 100.00% | 0.00% | 34.441106 | 2.523011 | 2.782837 | 0.160358 | 3.051657 | 1.138906 | 4.536445 | 7.680646 | 0.5702 | 0.6722 | 0.3668 | 4.378318 | 4.816412 |
| 2459579 | dish_ok | 100.00% | 0.00% | 0.00% | 0.00% | 100.00% | 0.00% | 35.483656 | 5.981149 | 3.487299 | 0.878536 | 4.503574 | 3.475902 | 3.658543 | 5.685952 | 0.5664 | 0.6623 | 0.3626 | 3.249964 | 4.051670 |
| 2459578 | dish_ok | 0.00% | 100.00% | 100.00% | 0.00% | - | - | -0.293737 | -0.002769 | -0.741714 | -0.722469 | 0.117419 | -1.013766 | -0.596653 | -0.441531 | 0.0303 | 0.0295 | 0.0010 | nan | nan |
| 2459577 | dish_ok | 100.00% | 0.00% | 0.00% | 0.00% | 100.00% | 0.00% | 41.652539 | 25.462904 | 2.670917 | 1.754808 | 4.905837 | 18.788000 | 5.652422 | 23.675339 | 0.5664 | 0.6296 | 0.3133 | 3.460382 | 3.447127 |
| 2459576 | dish_ok | 100.00% | 0.00% | 0.00% | 0.00% | 100.00% | 0.00% | 32.667062 | 13.974871 | 2.142044 | 1.189917 | 5.876657 | 14.351921 | 9.396989 | 30.294439 | 0.5857 | 0.6525 | 0.3158 | 2.670382 | 2.781079 |
| 2459575 | dish_ok | 100.00% | 0.00% | 0.00% | 0.00% | 100.00% | 0.00% | 23.855344 | -0.000339 | 1.399996 | 0.204305 | 12.804474 | -0.269316 | 2.642221 | 0.285138 | 0.6962 | 0.7489 | 0.3161 | 0.000000 | 0.000000 |
| 2459574 | dish_ok | 100.00% | 0.00% | 0.00% | 0.00% | 100.00% | 0.00% | 32.301395 | 3.629643 | 1.966282 | 0.230341 | 4.192956 | 5.471123 | 5.347782 | 11.913415 | 0.5989 | 0.6887 | 0.3460 | 3.561644 | 3.301380 |
| 2459573 | dish_ok | 100.00% | 0.00% | 0.00% | 0.00% | 100.00% | 0.00% | 30.593300 | 0.381292 | 3.508498 | 0.397459 | 14.694951 | -0.770609 | 1.546196 | 0.073999 | 0.5769 | 0.6781 | 0.3785 | 0.000000 | 0.000000 |
| 2459572 | dish_ok | 100.00% | 0.00% | 0.00% | 0.00% | 100.00% | 0.00% | 33.121941 | 0.156472 | 1.923349 | 0.117363 | 2.065895 | -0.567296 | 2.123690 | 0.086281 | 0.5727 | 0.6799 | 0.3795 | 4.832569 | 4.825312 |
| 2459571 | dish_ok | 0.00% | 100.00% | 100.00% | 0.00% | - | - | -0.062723 | 0.019629 | -0.764368 | -0.760333 | 1.853431 | -0.162758 | -1.189644 | -0.402564 | 0.0299 | 0.0300 | 0.0011 | nan | nan |
| 2459570 | dish_ok | 100.00% | 0.00% | 0.00% | 0.00% | 100.00% | 0.00% | 43.571382 | 9.684418 | 11.168598 | 8.903732 | 3.770096 | 6.203417 | 4.893685 | 13.250407 | 0.5769 | 0.6792 | 0.3515 | 5.415271 | 6.127361 |
| 2459569 | dish_ok | 100.00% | 0.00% | 0.00% | 0.00% | 100.00% | 0.00% | 33.897793 | 2.001508 | 2.541278 | 0.256481 | 3.203901 | 2.650121 | 3.561969 | 1.887589 | 0.6860 | 0.7455 | 0.2253 | 4.460002 | 3.793713 |
| 2459566 | dish_ok | 100.00% | 0.00% | 0.00% | 0.00% | 100.00% | 0.00% | 34.731971 | -0.138820 | 2.974230 | 0.338022 | 3.691172 | -0.441553 | 2.189306 | 0.480540 | 0.5706 | 0.6820 | 0.3846 | -0.000000 | -0.000000 |
| 2459565 | dish_ok | 0.00% | - | - | - | 100.00% | 0.00% | 0.000000 | 0.000000 | -0.016407 | -0.016407 | -0.758305 | -0.758305 | -0.875717 | -0.875717 | nan | nan | nan | 0.000000 | 0.000000 |
| 2459564 | dish_ok | 100.00% | 0.00% | 0.00% | 0.00% | 100.00% | 0.00% | 14.669094 | 0.963712 | -0.311312 | 0.911606 | -0.245326 | -0.715732 | 0.303176 | 5.330080 | 0.5872 | 0.6788 | 0.3622 | 2.896865 | 2.674959 |
| 2459563 | dish_ok | 100.00% | 100.00% | 100.00% | 0.00% | 100.00% | 0.00% | nan | nan | inf | inf | nan | nan | nan | nan | nan | nan | nan | 0.000000 | 0.000000 |
| 2459562 | dish_ok | 100.00% | 0.00% | 0.00% | 0.00% | 100.00% | 0.00% | 10.681610 | 0.060095 | -0.645162 | -0.027293 | -0.846772 | -1.450773 | -0.438842 | -1.240461 | 0.5823 | 0.6828 | 0.3657 | 3.309538 | 2.923682 |
| 2459561 | dish_ok | 100.00% | 0.00% | 0.00% | 0.00% | 100.00% | 0.00% | 10.058963 | 0.665316 | -0.083666 | 0.501413 | 1.568568 | -1.174346 | 0.195329 | -2.008976 | 0.6028 | 0.6871 | 0.3666 | 3.587023 | 3.129015 |
| 2459560 | dish_ok | 100.00% | 0.00% | 0.00% | 0.00% | 100.00% | 0.00% | 9.077806 | 0.438877 | -0.448344 | 0.319120 | 1.296573 | -0.662855 | -0.223698 | -1.507035 | 0.5895 | 0.6804 | 0.3770 | 3.443673 | 2.978336 |
| 2459559 | dish_ok | 100.00% | 0.00% | 0.00% | 0.00% | 100.00% | 0.00% | 12.873420 | 0.937267 | -0.042409 | 0.815546 | -0.182652 | -0.271751 | -0.232996 | -1.409148 | 0.5809 | 0.6886 | 0.3717 | 2.964658 | 2.823695 |
| 2459558 | dish_ok | 100.00% | 0.00% | 0.00% | 0.00% | 100.00% | 0.00% | 10.388000 | 4.248796 | 9.959868 | 10.230720 | 22.909161 | 12.029837 | 5.892383 | -0.616789 | 0.6177 | 0.6730 | 0.3773 | 2.482069 | 2.774034 |
| 2459557 | dish_ok | - | 100.00% | 100.00% | 0.00% | - | - | nan | nan | nan | nan | nan | nan | nan | nan | 0.0320 | 0.0299 | 0.0010 | nan | nan |
| 2459556 | dish_ok | 100.00% | 0.00% | 0.00% | 0.00% | 100.00% | 0.00% | 14.108040 | 4.648919 | 9.993229 | 10.475665 | 17.638337 | 12.368605 | 19.206941 | 8.210053 | 0.6019 | 0.6716 | 0.3590 | 2.464541 | 2.624356 |
| 2459553 | dish_ok | - | 0.00% | 0.00% | 0.00% | - | - | nan | nan | nan | nan | nan | nan | nan | nan | 0.5770 | 0.6615 | 0.3653 | nan | nan |
| 2459552 | dish_ok | 100.00% | 0.00% | 0.00% | 0.00% | 100.00% | 0.00% | 21.053640 | 5.491279 | 12.636354 | 14.613140 | 17.962726 | 23.115774 | 0.849647 | 1.484863 | 0.5719 | 0.6672 | 0.3629 | 1.397802 | 1.292768 |
| 2459551 | dish_ok | 100.00% | 0.00% | 0.00% | 0.00% | 100.00% | 0.00% | 11.338182 | 0.630991 | -0.362503 | 0.514425 | -0.421167 | -0.805804 | -0.992557 | -1.499233 | 0.5666 | 0.6799 | 0.3830 | 3.155291 | 2.983019 |
| 2459550 | dish_ok | - | 97.53% | 97.53% | 0.00% | - | - | nan | nan | nan | nan | nan | nan | nan | nan | 0.0409 | 0.0398 | 0.0007 | nan | nan |
| 2459549 | dish_ok | 100.00% | 100.00% | 100.00% | 0.00% | 100.00% | 0.00% | nan | nan | inf | inf | nan | nan | nan | nan | nan | nan | nan | 0.000000 | 0.000000 |
| 2459542 | dish_ok | 100.00% | 0.00% | 0.00% | 0.00% | 100.00% | 0.00% | 20.149414 | 4.275438 | 18.648638 | 21.675993 | 0.733228 | 1.133542 | 3.299964 | 8.513959 | 0.6365 | 0.7254 | 0.3313 | 3.466845 | 3.162271 |
| 2459541 | dish_ok | 100.00% | 1.34% | 1.34% | 0.00% | 100.00% | 0.00% | 21.629911 | 3.851233 | 11.530692 | 12.943713 | 8.545644 | 10.115490 | 4.789346 | 3.509205 | 0.6270 | 0.7176 | 0.3100 | 4.724701 | 4.329571 |
| 2459540 | dish_ok | 100.00% | 0.00% | 0.00% | 0.00% | 100.00% | 0.00% | 11.096247 | 3.362693 | 1.332957 | 1.504450 | 3.372451 | 2.146516 | 4.995358 | 4.449327 | 0.6584 | 0.7031 | 0.2931 | 3.275255 | 3.083049 |
| 2459536 | dish_ok | 100.00% | 0.00% | 0.00% | 0.00% | 100.00% | 0.00% | 22.862142 | 16.665279 | 15.548556 | 16.047633 | 19.215560 | 21.451077 | 11.994507 | 53.898406 | 0.6081 | 0.6476 | 0.2760 | 2.442179 | 2.594072 |
| 2459535 | dish_ok | 100.00% | 0.00% | 0.00% | 0.00% | 100.00% | 0.00% | 7.479536 | 2.407856 | 0.980832 | 1.340601 | 3.856167 | 2.019456 | 3.497861 | 4.294477 | 0.6940 | 0.7224 | 0.3238 | 2.630667 | 2.703214 |
| 2459534 | dish_ok | 100.00% | 0.00% | 0.00% | 0.00% | 100.00% | 0.00% | 6.002991 | 0.639474 | 0.148573 | 0.514882 | 4.060524 | 0.468517 | 10.319687 | 4.777178 | 0.7069 | 0.7396 | 0.3380 | 5.757262 | 6.882179 |
| 2459533 | dish_ok | 100.00% | 0.00% | 0.00% | 0.00% | 100.00% | 0.00% | 11.647243 | 4.730428 | 10.158922 | 11.007084 | 18.024863 | 10.290646 | 1.064104 | -1.792317 | 0.6391 | 0.7023 | 0.3768 | 2.481108 | 2.654679 |
| 2459532 | dish_ok | 100.00% | 0.00% | 0.00% | 0.00% | 100.00% | 0.00% | 21.505001 | 5.009545 | 12.439729 | 13.860346 | 13.836571 | 18.075972 | 4.044963 | 9.358922 | 0.6010 | 0.6838 | 0.3591 | 2.713705 | 2.895107 |
| 2459530 | dish_ok | 100.00% | 0.00% | 0.00% | 0.00% | 100.00% | 0.00% | 11.370618 | 0.364275 | -0.223931 | 0.456289 | -0.133140 | -0.607009 | 1.731384 | 0.569669 | 0.6295 | 0.7168 | 0.3648 | 2.495552 | 2.892967 |
| 2459527 | dish_ok | 0.00% | - | - | - | 100.00% | 0.00% | nan | nan | nan | nan | nan | nan | nan | nan | nan | nan | nan | 0.000000 | 0.000000 |
| 2459524 | dish_ok | 100.00% | 100.00% | 100.00% | 0.00% | 100.00% | 0.00% | nan | nan | inf | inf | nan | nan | nan | nan | nan | nan | nan | 0.000000 | 0.000000 |
| 2459523 | dish_ok | 100.00% | - | - | - | 100.00% | 0.00% | nan | nan | inf | inf | nan | nan | nan | nan | nan | nan | nan | 0.000000 | 0.000000 |
| 2459522 | dish_ok | 100.00% | 100.00% | 100.00% | 0.00% | 100.00% | 0.00% | nan | nan | inf | inf | nan | nan | nan | nan | nan | nan | nan | 0.000000 | 0.000000 |
| 2459513 | dish_ok | 100.00% | 100.00% | 100.00% | 0.00% | - | - | 4.591684 | 4.383989 | 6.157273 | 5.908497 | 5.093518 | 2.556962 | 0.574233 | -0.287464 | 0.0344 | 0.0319 | 0.0012 | nan | nan |
| 2459508 | dish_ok | 100.00% | 0.00% | 0.00% | 0.00% | 100.00% | 0.00% | 7.564978 | 6.745424 | 8.995634 | 8.807025 | 16.400865 | 7.344586 | 9.143749 | 10.110728 | 0.8708 | 0.9118 | 0.2367 | 0.000000 | 0.000000 |
| 2459505 | dish_ok | 100.00% | 0.00% | 0.00% | 0.00% | 100.00% | 0.00% | 22.417677 | 4.957892 | 10.209276 | 10.513091 | 4.589736 | 5.725806 | 3.465372 | 13.274056 | 0.8054 | 0.8413 | 0.1733 | 6.263296 | 6.917073 |
auto_metrics notebooks.¶htmls_to_display = []
for am_html in auto_metric_htmls:
html_to_display = ''
# read html into a list of lines
with open(am_html) as f:
lines = f.readlines()
# find section with this antenna's metric plots and add to html_to_display
jd = [int(s) for s in re.split('_|\.', am_html) if s.isdigit()][-1]
try:
section_start_line = lines.index(f'<h2>Antenna {antenna}: {jd}</h2>\n')
except ValueError:
continue
html_to_display += lines[section_start_line].replace(str(jd), f'<a href="{jd_to_auto_metrics_url(jd)}" target="_blank">{jd}</a>')
for line in lines[section_start_line + 1:]:
html_to_display += line
if '<hr' in line:
htmls_to_display.append(html_to_display)
break
These figures are reproduced from auto_metrics notebooks. For more info on the specific plots and metrics, see those notebooks (linked at the JD). The most recent 100 days (at most) are shown.
for i, html_to_display in enumerate(htmls_to_display):
if i == 100:
break
display(HTML(html_to_display))
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | ee Shape Modified Z-Score | nn Shape Modified Z-Score | ee Power Modified Z-Score | nn Power Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Discontinuties Modified Z-Score | nn Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 32 | N02 | RF_maintenance | nn Temporal Discontinuties | 104.830762 | 27.012069 | 26.510668 | 3.362040 | 7.849042 | 11.989893 | 19.264086 | 24.279999 | 104.830762 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | nn Shape Modified Z-Score | ee Shape Modified Z-Score | nn Power Modified Z-Score | ee Power Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Discontinuties Modified Z-Score | ee Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 32 | N02 | RF_maintenance | nn Temporal Discontinuties | 119.182392 | 8.124520 | 46.747724 | 1.347410 | 3.576367 | 22.081389 | 15.215174 | 119.182392 | 42.608415 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | nn Shape Modified Z-Score | ee Shape Modified Z-Score | nn Power Modified Z-Score | ee Power Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Discontinuties Modified Z-Score | ee Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 32 | N02 | RF_maintenance | nn Temporal Discontinuties | 83.074814 | 43.793927 | 37.060258 | 3.946862 | 2.978067 | 12.941567 | 12.765160 | 83.074814 | 78.012932 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | nn Shape Modified Z-Score | ee Shape Modified Z-Score | nn Power Modified Z-Score | ee Power Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Discontinuties Modified Z-Score | ee Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 32 | N02 | RF_maintenance | nn Shape | 39.559356 | 39.559356 | 32.811139 | 4.164434 | 3.144783 | 15.114589 | 13.847343 | 37.416895 | 32.313430 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | ee Shape Modified Z-Score | nn Shape Modified Z-Score | ee Power Modified Z-Score | nn Power Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Discontinuties Modified Z-Score | nn Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 32 | N02 | RF_maintenance | ee Power | inf | 15.207210 | 15.703898 | inf | inf | 2728.304390 | 2455.520360 | 15387.337725 | 11488.912741 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | nn Shape Modified Z-Score | ee Shape Modified Z-Score | nn Power Modified Z-Score | ee Power Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Discontinuties Modified Z-Score | ee Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 32 | N02 | RF_maintenance | nn Temporal Discontinuties | 94.277355 | 41.150197 | 36.603012 | 3.556101 | 3.074559 | 16.316046 | 17.368001 | 94.277355 | 52.761276 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | nn Shape Modified Z-Score | ee Shape Modified Z-Score | nn Power Modified Z-Score | ee Power Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Discontinuties Modified Z-Score | ee Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 32 | N02 | RF_maintenance | ee Shape | 37.096567 | -0.068214 | 37.096567 | 8.196180 | 5.964404 | 4.997022 | 12.017030 | 10.459191 | 10.139265 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | ee Shape Modified Z-Score | nn Shape Modified Z-Score | ee Power Modified Z-Score | nn Power Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Discontinuties Modified Z-Score | nn Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 32 | N02 | RF_maintenance | nn Temporal Discontinuties | 139.476744 | 36.904083 | 6.248000 | 3.987567 | 4.223254 | 17.594046 | 24.739349 | 34.580347 | 139.476744 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | nn Shape Modified Z-Score | ee Shape Modified Z-Score | nn Power Modified Z-Score | ee Power Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Discontinuties Modified Z-Score | ee Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 32 | N02 | RF_maintenance | nn Temporal Discontinuties | 64.415787 | 37.614798 | 30.766526 | 2.404035 | 1.511936 | 11.392458 | 8.192020 | 64.415787 | 52.763910 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | nn Shape Modified Z-Score | ee Shape Modified Z-Score | nn Power Modified Z-Score | ee Power Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Discontinuties Modified Z-Score | ee Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 32 | N02 | RF_maintenance | nn Temporal Discontinuties | 55.878405 | 37.778014 | 31.418064 | 1.548546 | 0.857251 | 8.537696 | 5.315035 | 55.878405 | 45.794083 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | ee Shape Modified Z-Score | nn Shape Modified Z-Score | ee Power Modified Z-Score | nn Power Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Discontinuties Modified Z-Score | nn Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 32 | N02 | RF_maintenance | nn Temporal Discontinuties | 47.482253 | 9.144815 | 9.379213 | 2.081702 | 1.859568 | 15.760966 | 15.959597 | 46.331245 | 47.482253 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | nn Shape Modified Z-Score | ee Shape Modified Z-Score | nn Power Modified Z-Score | ee Power Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Discontinuties Modified Z-Score | ee Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 32 | N02 | RF_maintenance | nn Temporal Discontinuties | 147.980810 | 24.376855 | 25.830850 | 2.115540 | 2.473860 | 13.037668 | 10.506739 | 147.980810 | 119.658255 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | ee Shape Modified Z-Score | nn Shape Modified Z-Score | ee Power Modified Z-Score | nn Power Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Discontinuties Modified Z-Score | nn Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 32 | N02 | RF_maintenance | ee Temporal Discontinuties | 151.921114 | 36.234760 | 35.020154 | 1.939905 | 1.035645 | 46.046589 | 12.888073 | 151.921114 | 47.559084 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | nn Shape Modified Z-Score | ee Shape Modified Z-Score | nn Power Modified Z-Score | ee Power Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Discontinuties Modified Z-Score | ee Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 32 | N02 | RF_maintenance | nn Shape | 31.702020 | 31.702020 | 29.787886 | 5.204094 | 7.053998 | 0.622746 | 0.966041 | 1.138247 | 4.261315 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | ee Shape Modified Z-Score | nn Shape Modified Z-Score | ee Power Modified Z-Score | nn Power Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Discontinuties Modified Z-Score | nn Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 32 | N02 | RF_maintenance | nn Temporal Discontinuties | 22.536760 | 18.254866 | 18.707492 | 2.571245 | 2.251254 | -0.117334 | 2.007710 | 7.792841 | 22.536760 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | nn Shape Modified Z-Score | ee Shape Modified Z-Score | nn Power Modified Z-Score | ee Power Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Discontinuties Modified Z-Score | ee Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 32 | N02 | RF_maintenance | nn Temporal Discontinuties | 104.006654 | 12.493343 | 21.598707 | 1.407885 | 2.646340 | 2.096567 | 0.403814 | 104.006654 | 19.982526 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | nn Shape Modified Z-Score | ee Shape Modified Z-Score | nn Power Modified Z-Score | ee Power Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Discontinuties Modified Z-Score | ee Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 32 | N02 | RF_maintenance | nn Shape | 29.366602 | 29.366602 | 27.437022 | 3.611552 | 4.848338 | 0.571129 | 0.934602 | 11.326955 | 7.312233 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | nn Shape Modified Z-Score | ee Shape Modified Z-Score | nn Power Modified Z-Score | ee Power Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Discontinuties Modified Z-Score | ee Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 32 | N02 | RF_maintenance | nn Shape | 32.309386 | 32.309386 | 28.079654 | 4.430010 | 5.196383 | 0.940633 | 2.191818 | 1.562925 | 2.662972 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | ee Shape Modified Z-Score | nn Shape Modified Z-Score | ee Power Modified Z-Score | nn Power Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Discontinuties Modified Z-Score | nn Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 32 | N02 | RF_maintenance | nn Shape | 33.786151 | 29.816097 | 33.786151 | 5.838589 | 4.765097 | 1.122481 | 0.871919 | 3.886001 | 1.336226 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | ee Shape Modified Z-Score | nn Shape Modified Z-Score | ee Power Modified Z-Score | nn Power Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Discontinuties Modified Z-Score | nn Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 32 | N02 | RF_maintenance | nn Shape | 23.289740 | 21.415203 | 23.289740 | 2.670264 | 2.363251 | 0.283731 | 0.438666 | 2.662878 | 1.082937 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | nn Shape Modified Z-Score | ee Shape Modified Z-Score | nn Power Modified Z-Score | ee Power Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Discontinuties Modified Z-Score | ee Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 32 | N02 | RF_maintenance | nn Temporal Discontinuties | 127.401502 | 8.327710 | 22.587259 | 0.797907 | 2.657997 | 16.249785 | 1.695134 | 127.401502 | 22.989729 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | nn Shape Modified Z-Score | ee Shape Modified Z-Score | nn Power Modified Z-Score | ee Power Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Discontinuties Modified Z-Score | ee Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 32 | N02 | RF_maintenance | nn Shape | 40.579468 | 40.579468 | 38.151019 | 5.972799 | 7.514697 | 1.738654 | 5.527130 | 1.469308 | 3.470394 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | ee Shape Modified Z-Score | nn Shape Modified Z-Score | ee Power Modified Z-Score | nn Power Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Discontinuties Modified Z-Score | nn Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 32 | N02 | RF_maintenance | ee Shape | 27.865502 | 27.865502 | 24.334403 | 3.875645 | 2.667170 | 2.017324 | 2.960136 | 1.398559 | 0.767415 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | nn Shape Modified Z-Score | ee Shape Modified Z-Score | nn Power Modified Z-Score | ee Power Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Discontinuties Modified Z-Score | ee Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 32 | N02 | RF_maintenance | ee Shape | 38.475979 | -0.782822 | 38.475979 | -0.695560 | 5.378851 | 4.574310 | 5.397532 | 16.482017 | 26.531593 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | ee Shape Modified Z-Score | nn Shape Modified Z-Score | ee Power Modified Z-Score | nn Power Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Discontinuties Modified Z-Score | nn Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 32 | N02 | RF_maintenance | ee Temporal Discontinuties | 46.460585 | 39.984694 | 0.026460 | 5.508118 | -0.393967 | 15.267176 | 11.949256 | 46.460585 | 28.538677 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | ee Shape Modified Z-Score | nn Shape Modified Z-Score | ee Power Modified Z-Score | nn Power Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Discontinuties Modified Z-Score | nn Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 32 | N02 | RF_maintenance | ee Shape | 7.447051 | 7.447051 | 0.326305 | -0.422887 | 0.442148 | -0.054368 | 0.181344 | -0.730660 | -1.476028 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | ee Shape Modified Z-Score | nn Shape Modified Z-Score | ee Power Modified Z-Score | nn Power Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Discontinuties Modified Z-Score | nn Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 32 | N02 | RF_maintenance | ee Shape | 28.677380 | 28.677380 | -0.568895 | 3.043009 | -0.548947 | 4.260552 | 3.248476 | 14.576380 | 9.332254 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | nn Shape Modified Z-Score | ee Shape Modified Z-Score | nn Power Modified Z-Score | ee Power Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Discontinuties Modified Z-Score | ee Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 32 | N02 | RF_maintenance | ee Shape | 21.236499 | -0.276660 | 21.236499 | -0.735444 | 2.908793 | -0.523668 | 0.447697 | 5.159369 | 9.596774 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | ee Shape Modified Z-Score | nn Shape Modified Z-Score | ee Power Modified Z-Score | nn Power Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Discontinuties Modified Z-Score | nn Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 32 | N02 | RF_maintenance | nn Temporal Discontinuties | 26.598247 | 23.356471 | 26.446469 | 0.967914 | 1.619460 | 4.824640 | 9.975363 | 19.915774 | 26.598247 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | ee Shape Modified Z-Score | nn Shape Modified Z-Score | ee Power Modified Z-Score | nn Power Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Discontinuties Modified Z-Score | nn Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 32 | N02 | RF_maintenance | nn Temporal Discontinuties | 31.667011 | 19.076293 | 21.468729 | 0.615383 | 1.425494 | 4.674198 | 7.858039 | 29.656986 | 31.667011 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | nn Shape Modified Z-Score | ee Shape Modified Z-Score | nn Power Modified Z-Score | ee Power Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Discontinuties Modified Z-Score | ee Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 32 | N02 | RF_maintenance | nn Shape | 28.523889 | 28.523889 | 26.556039 | 1.801873 | 1.037787 | 9.860303 | 4.401092 | 15.268915 | 12.307192 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | ee Shape Modified Z-Score | nn Shape Modified Z-Score | ee Power Modified Z-Score | nn Power Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Discontinuties Modified Z-Score | nn Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 32 | N02 | RF_maintenance | nn Shape | 34.988717 | 29.923979 | 34.988717 | 3.107242 | 4.242851 | 6.535279 | 21.022089 | 4.532163 | 10.203092 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | ee Shape Modified Z-Score | nn Shape Modified Z-Score | ee Power Modified Z-Score | nn Power Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Discontinuties Modified Z-Score | nn Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 32 | N02 | RF_maintenance | nn Temporal Discontinuties | 217.404998 | 37.546014 | 19.492583 | 3.182827 | 1.171389 | 4.533510 | 9.484262 | 41.247781 | 217.404998 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | ee Shape Modified Z-Score | nn Shape Modified Z-Score | ee Power Modified Z-Score | nn Power Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Discontinuties Modified Z-Score | nn Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 32 | N02 | RF_maintenance | nn Temporal Discontinuties | 39.341889 | 24.967441 | 29.260286 | 0.898045 | 1.905341 | 3.477931 | 8.650060 | 17.616808 | 39.341889 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | ee Shape Modified Z-Score | nn Shape Modified Z-Score | ee Power Modified Z-Score | nn Power Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Discontinuties Modified Z-Score | nn Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 32 | N02 | RF_maintenance | nn Temporal Variability | 39.817020 | 25.226149 | 10.518532 | 1.321728 | 0.104903 | 7.711701 | 39.817020 | 16.559586 | 24.703645 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | ee Shape Modified Z-Score | nn Shape Modified Z-Score | ee Power Modified Z-Score | nn Power Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Discontinuties Modified Z-Score | nn Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 32 | N02 | RF_maintenance | nn Temporal Variability | 853.521957 | 0.555742 | -0.064290 | 0.994733 | 0.192279 | 714.101165 | 853.521957 | 603.155974 | 713.048081 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | nn Shape Modified Z-Score | ee Shape Modified Z-Score | nn Power Modified Z-Score | ee Power Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Discontinuties Modified Z-Score | ee Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 32 | N02 | Not Found | ee Temporal Discontinuties | 11.713885 | 1.865535 | 1.534440 | 1.148265 | 1.050638 | 3.306547 | 4.202138 | 10.995910 | 11.713885 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | nn Shape Modified Z-Score | ee Shape Modified Z-Score | nn Power Modified Z-Score | ee Power Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Discontinuties Modified Z-Score | ee Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 32 | N02 | RF_maintenance | nn Temporal Discontinuties | 158.923330 | 24.116311 | 22.757383 | 1.395231 | 0.789818 | 12.993631 | 4.670038 | 158.923330 | 38.626533 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | ee Shape Modified Z-Score | nn Shape Modified Z-Score | ee Power Modified Z-Score | nn Power Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Discontinuties Modified Z-Score | nn Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 32 | N02 | RF_maintenance | ee Temporal Discontinuties | 16.218110 | 1.816479 | 0.607684 | 0.449462 | -0.349402 | 1.886981 | 2.049674 | 16.218110 | 9.349620 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | ee Shape Modified Z-Score | nn Shape Modified Z-Score | ee Power Modified Z-Score | nn Power Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Discontinuties Modified Z-Score | nn Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 32 | N02 | RF_maintenance | nn Shape | 34.688552 | 30.326562 | 34.688552 | 5.273502 | 6.675475 | 4.740120 | 4.599340 | 25.424804 | 28.001051 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | ee Shape Modified Z-Score | nn Shape Modified Z-Score | ee Power Modified Z-Score | nn Power Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Discontinuties Modified Z-Score | nn Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 32 | N02 | RF_maintenance | ee Temporal Discontinuties | 5.000010 | 1.726235 | 1.136210 | 0.230409 | -0.341413 | 2.765666 | 1.488663 | 5.000010 | 4.888965 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | nn Shape Modified Z-Score | ee Shape Modified Z-Score | nn Power Modified Z-Score | ee Power Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Discontinuties Modified Z-Score | ee Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 32 | N02 | RF_maintenance | nn Temporal Variability | 1406.358999 | 0.876825 | 1.378419 | 1.541844 | 2.334874 | 1406.358999 | 1167.259779 | 565.510766 | 475.244565 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | ee Shape Modified Z-Score | nn Shape Modified Z-Score | ee Power Modified Z-Score | nn Power Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Discontinuties Modified Z-Score | nn Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 32 | N02 | RF_maintenance | ee Temporal Discontinuties | 10.202987 | 1.596800 | 0.365906 | 1.115898 | -0.474596 | 5.224710 | 3.272787 | 10.202987 | 10.097801 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | ee Shape Modified Z-Score | nn Shape Modified Z-Score | ee Power Modified Z-Score | nn Power Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Discontinuties Modified Z-Score | nn Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 32 | N02 | RF_maintenance | nn Shape | 35.795750 | 29.018938 | 35.795750 | 3.800328 | 6.011719 | 8.215815 | 16.231345 | 21.432252 | 28.164394 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | nn Shape Modified Z-Score | ee Shape Modified Z-Score | nn Power Modified Z-Score | ee Power Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Discontinuties Modified Z-Score | ee Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 32 | N02 | RF_maintenance | nn Shape | 21.377878 | 21.377878 | 19.011474 | 1.897343 | 1.060012 | 0.794267 | 0.658950 | 10.935776 | 9.535940 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | nn Shape Modified Z-Score | ee Shape Modified Z-Score | nn Power Modified Z-Score | ee Power Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Discontinuties Modified Z-Score | ee Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 32 | N02 | RF_maintenance | nn Temporal Variability | 537.715270 | -0.282971 | 0.566028 | 0.333494 | 1.189522 | 537.715270 | 439.381128 | 465.531692 | 385.138677 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | nn Shape Modified Z-Score | ee Shape Modified Z-Score | nn Power Modified Z-Score | ee Power Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Discontinuties Modified Z-Score | ee Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 32 | N02 | RF_maintenance | nn Temporal Discontinuties | 498.482921 | -0.105936 | 0.478307 | 0.526765 | 1.241327 | 191.511989 | 156.948639 | 498.482921 | 414.150679 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | nn Shape Modified Z-Score | ee Shape Modified Z-Score | nn Power Modified Z-Score | ee Power Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Discontinuties Modified Z-Score | ee Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 32 | N02 | RF_maintenance | nn Temporal Discontinuties | 596.513067 | -0.156065 | 0.804093 | 0.446583 | 1.537159 | 302.101367 | 246.458683 | 596.513067 | 492.966748 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | nn Shape Modified Z-Score | ee Shape Modified Z-Score | nn Power Modified Z-Score | ee Power Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Discontinuties Modified Z-Score | ee Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 32 | N02 | RF_maintenance | nn Temporal Discontinuties | 79.623281 | 6.622030 | 38.292968 | -0.268490 | 3.093633 | 43.088625 | 12.036109 | 79.623281 | 29.949889 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | ee Shape Modified Z-Score | nn Shape Modified Z-Score | ee Power Modified Z-Score | nn Power Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Discontinuties Modified Z-Score | nn Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 32 | N02 | RF_maintenance | nn Temporal Discontinuties | 520.221833 | 0.285186 | -0.221172 | 1.210216 | 0.508285 | 213.994112 | 259.029568 | 435.449121 | 520.221833 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | nn Shape Modified Z-Score | ee Shape Modified Z-Score | nn Power Modified Z-Score | ee Power Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Discontinuties Modified Z-Score | ee Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 32 | N02 | RF_maintenance | nn Temporal Discontinuties | 3.360966 | -0.065650 | 0.142429 | -0.461473 | 0.227066 | 1.313975 | 1.987547 | 3.360966 | 3.245202 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | nn Shape Modified Z-Score | ee Shape Modified Z-Score | nn Power Modified Z-Score | ee Power Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Discontinuties Modified Z-Score | ee Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 32 | N02 | RF_maintenance | nn Temporal Discontinuties | 592.216118 | -0.396664 | -0.187393 | 0.100879 | 0.562798 | 502.014428 | 410.952173 | 592.216118 | 491.286665 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | nn Shape Modified Z-Score | ee Shape Modified Z-Score | nn Power Modified Z-Score | ee Power Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Discontinuties Modified Z-Score | ee Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 32 | N02 | RF_maintenance | ee Temporal Variability | 28268.448895 | 19.626885 | 21.158765 | 29.679617 | 30.907979 | 26909.244620 | 28268.448895 | 24440.827774 | 25914.686290 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | nn Shape Modified Z-Score | ee Shape Modified Z-Score | nn Power Modified Z-Score | ee Power Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Discontinuties Modified Z-Score | ee Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 32 | N02 | RF_maintenance | nn Temporal Discontinuties | 379.254364 | -0.455008 | -0.130783 | -0.011196 | 0.717542 | 200.364109 | 171.563117 | 379.254364 | 326.821850 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | ee Shape Modified Z-Score | nn Shape Modified Z-Score | ee Power Modified Z-Score | nn Power Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Discontinuties Modified Z-Score | nn Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 32 | N02 | RF_maintenance | nn Temporal Discontinuties | 50.236845 | 41.326878 | 29.468723 | 4.040885 | 2.555924 | 4.161228 | 12.468620 | 28.462307 | 50.236845 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | ee Shape Modified Z-Score | nn Shape Modified Z-Score | ee Power Modified Z-Score | nn Power Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Discontinuties Modified Z-Score | nn Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 32 | N02 | RF_maintenance | nn Temporal Variability | 868.093277 | -0.186942 | -0.388540 | 0.947086 | 0.308593 | 710.484645 | 868.093277 | 208.013531 | 248.751738 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | nn Shape Modified Z-Score | ee Shape Modified Z-Score | nn Power Modified Z-Score | ee Power Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Discontinuties Modified Z-Score | ee Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 32 | N02 | RF_maintenance | nn Temporal Variability | 933.434509 | -0.424201 | -0.040837 | 0.141973 | 0.823006 | 933.434509 | 759.742645 | 433.620358 | 358.367310 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | ee Shape Modified Z-Score | nn Shape Modified Z-Score | ee Power Modified Z-Score | nn Power Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Discontinuties Modified Z-Score | nn Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 32 | N02 | RF_maintenance | nn Temporal Variability | 11.518573 | 0.770069 | 0.177537 | 0.672057 | -0.417349 | 11.513789 | 11.518573 | 9.834189 | 9.747729 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | ee Shape Modified Z-Score | nn Shape Modified Z-Score | ee Power Modified Z-Score | nn Power Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Discontinuties Modified Z-Score | nn Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 32 | N02 | RF_maintenance | nn Temporal Discontinuties | 10.311385 | 0.846450 | 0.187402 | 0.299314 | -0.487761 | 4.060833 | 3.350920 | 9.931765 | 10.311385 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | ee Shape Modified Z-Score | nn Shape Modified Z-Score | ee Power Modified Z-Score | nn Power Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Discontinuties Modified Z-Score | nn Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 32 | N02 | RF_maintenance | nn Temporal Discontinuties | 14.071849 | 0.382965 | -0.036463 | 0.670582 | -0.016175 | 2.797540 | 4.005254 | 13.746901 | 14.071849 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | ee Shape Modified Z-Score | nn Shape Modified Z-Score | ee Power Modified Z-Score | nn Power Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Discontinuties Modified Z-Score | nn Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 32 | N02 | RF_maintenance | nn Shape | 37.689031 | 32.320866 | 37.689031 | 3.928804 | 5.552649 | 4.232566 | 2.755392 | 2.858533 | 4.957017 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | nn Shape Modified Z-Score | ee Shape Modified Z-Score | nn Power Modified Z-Score | ee Power Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Discontinuties Modified Z-Score | ee Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 32 | N02 | RF_maintenance | nn Temporal Discontinuties | 11.214656 | 0.149573 | 0.727562 | 0.028493 | 0.769261 | 3.781944 | 4.077110 | 11.214656 | 10.962760 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | nn Shape Modified Z-Score | ee Shape Modified Z-Score | nn Power Modified Z-Score | ee Power Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Discontinuties Modified Z-Score | ee Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 32 | N02 | RF_maintenance | nn Shape | 33.565126 | 33.565126 | 28.115441 | 8.488637 | 7.013137 | 2.517858 | 2.198273 | 4.518469 | 5.237157 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | nn Shape Modified Z-Score | ee Shape Modified Z-Score | nn Power Modified Z-Score | ee Power Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Discontinuties Modified Z-Score | ee Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 32 | N02 | RF_maintenance | ee Temporal Discontinuties | 3.429047 | 0.374225 | 0.286540 | -0.194929 | 0.097294 | 2.678240 | 2.242988 | 3.327217 | 3.429047 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | nn Shape Modified Z-Score | ee Shape Modified Z-Score | nn Power Modified Z-Score | ee Power Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Discontinuties Modified Z-Score | ee Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 32 | N02 | RF_maintenance | ee Temporal Variability | 5.518876 | 0.520769 | 0.509734 | 0.121922 | 0.344752 | 3.150640 | 5.518876 | 5.208924 | 5.202796 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | ee Shape Modified Z-Score | nn Shape Modified Z-Score | ee Power Modified Z-Score | nn Power Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Discontinuties Modified Z-Score | nn Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 32 | N02 | dish_ok | nn Shape | 33.971658 | 29.241998 | 33.971658 | 4.016882 | 5.957657 | 4.260588 | 2.799441 | 6.954778 | 6.271357 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | nn Shape Modified Z-Score | ee Shape Modified Z-Score | nn Power Modified Z-Score | ee Power Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Discontinuties Modified Z-Score | ee Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 32 | N02 | dish_ok | ee Temporal Discontinuties | 5.655886 | 0.597816 | 0.558624 | -0.977697 | -1.075415 | -1.648773 | -1.607015 | 5.624311 | 5.655886 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | nn Shape Modified Z-Score | ee Shape Modified Z-Score | nn Power Modified Z-Score | ee Power Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Discontinuties Modified Z-Score | ee Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 32 | N02 | dish_ok | ee Temporal Discontinuties | 4.397530 | 0.496096 | 0.454620 | 0.118802 | 0.250976 | 2.128237 | 3.218893 | 4.263956 | 4.397530 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | nn Shape Modified Z-Score | ee Shape Modified Z-Score | nn Power Modified Z-Score | ee Power Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Discontinuties Modified Z-Score | ee Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 32 | N02 | dish_ok | ee Temporal Discontinuties | 12.258208 | 0.357429 | 1.013885 | -0.372436 | 0.512393 | 3.378312 | 3.601626 | 12.243328 | 12.258208 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | nn Shape Modified Z-Score | ee Shape Modified Z-Score | nn Power Modified Z-Score | ee Power Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Discontinuties Modified Z-Score | ee Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 32 | N02 | dish_ok | ee Temporal Variability | 23.911333 | 0.382511 | 1.251936 | -0.181895 | 1.107080 | 16.809913 | 23.911333 | 3.602278 | 3.215750 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | ee Shape Modified Z-Score | nn Shape Modified Z-Score | ee Power Modified Z-Score | nn Power Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Discontinuties Modified Z-Score | nn Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 32 | N02 | dish_ok | nn Shape | 39.161349 | 31.423105 | 39.161349 | 2.089854 | 3.284098 | 2.398594 | 2.921507 | 2.746604 | 4.000089 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | nn Shape Modified Z-Score | ee Shape Modified Z-Score | nn Power Modified Z-Score | ee Power Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Discontinuties Modified Z-Score | ee Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 32 | N02 | dish_ok | nn Shape | 38.407248 | 38.407248 | 31.322909 | 1.777273 | 0.939720 | 3.317568 | 3.351222 | 1.545211 | 0.936509 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | ee Shape Modified Z-Score | nn Shape Modified Z-Score | ee Power Modified Z-Score | nn Power Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Discontinuties Modified Z-Score | nn Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 32 | N02 | dish_ok | ee Temporal Discontinuties | 12225.783968 | 3234.890126 | 3234.890126 | 3020.395080 | 3020.395080 | 2429.202002 | 2429.202002 | 12225.783968 | 12225.783968 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | nn Shape Modified Z-Score | ee Shape Modified Z-Score | nn Power Modified Z-Score | ee Power Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Discontinuties Modified Z-Score | ee Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 32 | N02 | dish_ok | nn Temporal Discontinuties | 2890.385656 | 793.819244 | 793.819244 | 715.796331 | 715.796331 | 727.655605 | 727.655605 | 2890.385656 | 2890.385656 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | ee Shape Modified Z-Score | nn Shape Modified Z-Score | ee Power Modified Z-Score | nn Power Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Discontinuties Modified Z-Score | nn Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 32 | N02 | dish_ok | ee Shape | nan | nan | nan | inf | inf | nan | nan | nan | nan |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | nn Shape Modified Z-Score | ee Shape Modified Z-Score | nn Power Modified Z-Score | ee Power Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Discontinuties Modified Z-Score | ee Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 32 | N02 | dish_ok | nn Shape | 35.665046 | 35.665046 | 30.768735 | 3.082365 | 2.094183 | 1.672653 | 2.831441 | 7.375121 | 7.719977 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | ee Shape Modified Z-Score | nn Shape Modified Z-Score | ee Power Modified Z-Score | nn Power Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Discontinuties Modified Z-Score | nn Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 32 | 2 | dish_ok | ee Shape | 32.929298 | 32.929298 | 32.724279 | 4.646366 | 5.836280 | 8.815195 | 6.067160 | 4.874808 | 7.766201 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | ee Shape Modified Z-Score | nn Shape Modified Z-Score | ee Power Modified Z-Score | nn Power Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Discontinuties Modified Z-Score | nn Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 32 | 2 | dish_ok | nn Shape | 25.114425 | 24.451289 | 25.114425 | 2.729954 | 3.980734 | 3.669394 | 2.815434 | 2.259255 | 3.802035 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | ee Shape Modified Z-Score | nn Shape Modified Z-Score | ee Power Modified Z-Score | nn Power Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Discontinuties Modified Z-Score | nn Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 32 | 2 | dish_ok | nn Shape | 39.023385 | 32.471809 | 39.023385 | 7.246103 | 10.870326 | 10.392246 | 2.972952 | 7.155186 | 5.618213 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | ee Shape Modified Z-Score | nn Shape Modified Z-Score | ee Power Modified Z-Score | nn Power Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Discontinuties Modified Z-Score | nn Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 32 | 2 | dish_ok | nn Shape | 40.334896 | 34.889008 | 40.334896 | 8.584596 | 11.662606 | 11.112592 | 3.641810 | 10.828646 | 7.232344 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | ee Shape Modified Z-Score | nn Shape Modified Z-Score | ee Power Modified Z-Score | nn Power Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Discontinuties Modified Z-Score | nn Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 32 | 2 | dish_ok | nn Shape | 40.348333 | 33.525048 | 40.348333 | 6.608171 | 8.438688 | 2.134200 | 3.617462 | 4.230108 | 2.325630 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | ee Shape Modified Z-Score | nn Shape Modified Z-Score | ee Power Modified Z-Score | nn Power Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Discontinuties Modified Z-Score | nn Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 32 | 2 | dish_ok | ee Shape | nan | nan | nan | nan | nan | nan | nan | nan | nan |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | nn Shape Modified Z-Score | ee Shape Modified Z-Score | nn Power Modified Z-Score | ee Power Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Discontinuties Modified Z-Score | ee Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 32 | 2 | dish_ok | nn Shape | 28.773321 | 28.773321 | 24.943225 | 9.335943 | 7.117841 | 1.220344 | 1.526690 | 4.877188 | 1.901682 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | nn Shape Modified Z-Score | ee Shape Modified Z-Score | nn Power Modified Z-Score | ee Power Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Discontinuties Modified Z-Score | ee Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 32 | 2 | dish_ok | nn Shape | 35.747729 | 35.747729 | 32.150998 | 7.063494 | 5.533119 | 4.898880 | 6.441629 | 6.542756 | 5.856505 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | nn Shape Modified Z-Score | ee Shape Modified Z-Score | nn Power Modified Z-Score | ee Power Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Discontinuties Modified Z-Score | ee Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 32 | 2 | dish_ok | nn Shape | 39.990826 | 39.990826 | 36.735273 | 6.727431 | 5.373904 | 7.273212 | 8.139525 | 11.705872 | 9.101066 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | ee Shape Modified Z-Score | nn Shape Modified Z-Score | ee Power Modified Z-Score | nn Power Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Discontinuties Modified Z-Score | nn Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 32 | 2 | dish_ok | nn Shape | 39.496772 | 35.368787 | 39.496772 | 6.744074 | 8.922860 | 3.493735 | 2.540305 | 7.709880 | 8.567324 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | nn Shape Modified Z-Score | ee Shape Modified Z-Score | nn Power Modified Z-Score | ee Power Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Discontinuties Modified Z-Score | ee Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 32 | 2 | dish_ok | nn Shape | 43.161930 | 43.161930 | 37.238020 | 11.171611 | 8.176200 | 3.998853 | 6.700446 | 2.592549 | 10.356337 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | ee Shape Modified Z-Score | nn Shape Modified Z-Score | ee Power Modified Z-Score | nn Power Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Discontinuties Modified Z-Score | nn Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 32 | 2 | dish_ok | nn Shape | 40.267994 | 34.546332 | 40.267994 | 6.350196 | 8.796882 | 9.936684 | 4.740862 | 7.585742 | 2.891062 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | nn Shape Modified Z-Score | ee Shape Modified Z-Score | nn Power Modified Z-Score | ee Power Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Discontinuties Modified Z-Score | ee Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 32 | 2 | dish_ok | nn Shape | 43.228602 | 43.228602 | 36.673984 | 9.065224 | 6.195436 | 2.962163 | 7.455366 | 2.592172 | 6.721422 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | ee Shape Modified Z-Score | nn Shape Modified Z-Score | ee Power Modified Z-Score | nn Power Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Discontinuties Modified Z-Score | nn Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 32 | 2 | dish_ok | nn Shape | 46.208972 | 37.756024 | 46.208972 | 8.863275 | 11.458757 | 3.035062 | 5.904026 | 8.219970 | 4.708988 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | nn Shape Modified Z-Score | ee Shape Modified Z-Score | nn Power Modified Z-Score | ee Power Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Discontinuties Modified Z-Score | ee Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 32 | 2 | dish_ok | nn Shape | 36.529403 | 36.529403 | 32.278804 | 9.574193 | 6.723328 | 2.415322 | 5.261253 | 2.762942 | 2.998515 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | nn Shape Modified Z-Score | ee Shape Modified Z-Score | nn Power Modified Z-Score | ee Power Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Discontinuties Modified Z-Score | ee Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 32 | 2 | dish_ok | nn Shape | 37.732176 | 37.732176 | 32.509070 | 8.297623 | 6.275037 | 4.797812 | 5.004736 | 6.411919 | 9.098058 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | ee Shape Modified Z-Score | nn Shape Modified Z-Score | ee Power Modified Z-Score | nn Power Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Discontinuties Modified Z-Score | nn Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 32 | 2 | dish_ok | ee Shape | nan | nan | nan | nan | nan | nan | nan | nan | nan |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | nn Shape Modified Z-Score | ee Shape Modified Z-Score | nn Power Modified Z-Score | ee Power Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Discontinuties Modified Z-Score | ee Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 32 | 2 | dish_ok | nn Power | 2.533048 | -0.259084 | -1.528483 | 2.533048 | 0.994029 | -1.243444 | 0.690520 | 0.864245 | -0.874821 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | ee Shape Modified Z-Score | nn Shape Modified Z-Score | ee Power Modified Z-Score | nn Power Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Discontinuties Modified Z-Score | nn Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 32 | 2 | dish_ok | nn Shape | 36.403610 | 31.210655 | 36.403610 | 8.915093 | 11.424716 | 3.781782 | 5.571598 | 13.729068 | 15.741578 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | ee Shape Modified Z-Score | nn Shape Modified Z-Score | ee Power Modified Z-Score | nn Power Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Discontinuties Modified Z-Score | nn Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 32 | 2 | dish_ok | nn Shape | 40.766045 | 37.641964 | 40.766045 | 6.957960 | 9.440246 | 5.417166 | 3.284969 | 6.221146 | 6.462826 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | ee Shape Modified Z-Score | nn Shape Modified Z-Score | ee Power Modified Z-Score | nn Power Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Discontinuties Modified Z-Score | nn Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 32 | 2 | dish_ok | nn Power | 0.755242 | -0.575833 | 0.370082 | 0.092233 | 0.755242 | -0.656779 | -0.802239 | -1.401472 | 0.291995 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | nn Shape Modified Z-Score | ee Shape Modified Z-Score | nn Power Modified Z-Score | ee Power Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Discontinuties Modified Z-Score | ee Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 32 | 2 | dish_ok | nn Shape | 44.471611 | 44.471611 | 40.176005 | 17.382839 | 14.257600 | 8.971498 | 7.468051 | 11.198636 | 12.837201 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | ee Shape Modified Z-Score | nn Shape Modified Z-Score | ee Power Modified Z-Score | nn Power Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Discontinuties Modified Z-Score | nn Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 32 | 2 | dish_ok | ee Temporal Variability | 2.547266 | -1.281918 | -0.497482 | 0.325806 | 1.735282 | 2.547266 | -0.452894 | -1.172835 | 0.673704 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | nn Shape Modified Z-Score | ee Shape Modified Z-Score | nn Power Modified Z-Score | ee Power Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Discontinuties Modified Z-Score | ee Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 32 | 2 | dish_ok | nn Shape | 38.508878 | 38.508878 | 34.048169 | 12.766000 | 10.533895 | 4.417543 | 3.781794 | 12.629695 | 8.375165 |